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Benchmarks
Cancer Subtyping on UBC-OCEAN (test)
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80.8
Accuracy
HistGen
76.536
77.643
78.75
79.857
Mar 8, 2024
Accuracy
AUC
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
AUC
HistGen
mode=fine-tuning
2024.03
80.8
0.946
AB-MIL
mode=fine-tuning
2024.03
79.2
0.954
DS-MIL
mode=fine-tuning
2024.03
78.5
0.944
DTFD-MIL
mode=fine-tuning
2024.03
78.5
0.955
TransMIL
mode=fine-tuning
2024.03
78.2
0.929
MeanMIL
mode=fine-tuning
2024.03
77.1
0.947
MaxMIL
mode=fine-tuning
2024.03
76.7
0.94
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